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Kervolutional Neural Networks

8 April 2019

Lihua Xie

Papers citing "Kervolutional Neural Networks"

35 / 35 papers shown

Title
Infinite-Dimensional Feature Interaction Chenhui Xu Fuxun Yu Maoliang Li Zihao Zheng Zirui Xu Jinjun Xiong Xiang Chen 106 1 0 22 May 2024
Regularized PolyKervNets: Optimizing Expressiveness and Efficiency for Private Inference in Deep Neural Networks Toluwani Aremu 64 0 0 23 Dec 2023
Single Domain Generalization via Normalised Cross-correlation Based Convolutions Weiqin Chuah Ruwan Tennakoon R. Hoseinnezhad David Suter A. Bab-Hadiashar OOD 84 3 0 12 Jul 2023
B-cos Alignment for Inherently Interpretable CNNs and Vision Transformers Moritz D Boehle Navdeeppal Singh Mario Fritz Bernt Schiele 163 27 0 19 Jun 2023
Computational and Storage Efficient Quadratic Neurons for Deep Neural Networks Chuangtao Chen Grace Li Zhang Xunzhao Yin Cheng Zhuo Ulf Schlichtmann Bing Li 78 0 0 10 Jun 2023
Kernel function impact on convolutional neural networks M. Amine Mahmoudi A. Chetouani Fatma Boufera Hedi Tabia FAtt 62 4 0 20 Feb 2023
PyPose: A Library for Robot Learning with Physics-based Optimization Chen Wang Dasong Gao Kuan Xu Junyi Geng Yaoyu Hu ... Jiajun Wu Lihua Xie Luca Carlone Marco Hutter Sebastian Scherer PINN AI4CE 140 46 0 30 Sep 2022
SSIVD-Net: A Novel Salient Super Image Classification & Detection Technique for Weaponized Violence Toluwani Aremu Liao Zhiyuan Reem Alameeri Mohsen Guizani Mohamed Bin Zayed 99 5 0 26 Jul 2022
SenseFi: A Library and Benchmark on Deep-Learning-Empowered WiFi Human Sensing Jianfei Yang Xinyan Chen Dazhuo Wang Han Zou Chris Xiaoxuan Lu S. Sun Lihua Xie 3DV 91 90 0 16 Jul 2022
B-cos Networks: Alignment is All We Need for Interpretability Moritz D Boehle Mario Fritz Bernt Schiele 112 87 0 20 May 2022
Exploring Kervolutional Neural Networks Nicolas A. Perez 37 0 0 06 Jan 2022
Unsupervised Online Learning for Robotic Interestingness with Visual Memory Chen Wang Yuheng Qiu Wenshan Wang Yafei Hu Seungchan Kim Sebastian Scherer OffRL 68 14 0 18 Nov 2021
PowerLinear Activation Functions with application to the first layer of CNNs Kamyar Nasiri Kamaledin Ghiasi-Shirazi 109 0 0 20 Aug 2021
Towards Understanding the Effectiveness of Attention Mechanism Xiang Ye Zihang He Heng Wang Yong Li AAML 69 8 0 29 Jun 2021
On-Off Center-Surround Receptive Fields for Accurate and Robust Image Classification Z. Babaiee Ramin Hasani Mathias Lechner Daniela Rus Radu Grosu VLM 69 18 0 13 Jun 2021
Universal Adder Neural Networks Hanting Chen Yunhe Wang Chang Xu Chao Xu Chunjing Xu Tong Zhang 69 3 0 29 May 2021
AirCode: A Robust Object Encoding Method Kuan Xu Chen Wang Chao Chen Wei Wu Sebastian Scherer 58 8 0 01 May 2021
Convolutional versus Self-Organized Operational Neural Networks for Real-World Blind Image Denoising Junaid Malik S. Kiranyaz Mehmet Yamaç E. Guldogan Moncef Gabbouj SupR 53 4 0 04 Mar 2021
Towards Certifying L-infinity Robustness using Neural Networks with L-inf-dist Neurons Bohang Zhang Tianle Cai Zhou Lu Di He Liwei Wang OOD 92 51 0 10 Feb 2021
IC Networks: Remodeling the Basic Unit for Convolutional Neural Networks Junyi An Fengshan Liu Jian Zhao S. Furao 48 1 0 06 Feb 2021
Kernelized Classification in Deep Networks Sadeep Jayasumana Srikumar Ramalingam Sanjiv Kumar 41 4 0 08 Dec 2020
IC Neuron: An Efficient Unit to Construct Neural Networks Junyi An Fengshan Liu Jian Zhao S. Furao 32 2 0 23 Nov 2020
ShiftAddNet: A Hardware-Inspired Deep Network Haoran You Xiaohan Chen Yongan Zhang Chaojian Li Sicheng Li Zihao Liu Zhangyang Wang Yingyan Lin OOD MQ 161 78 0 24 Oct 2020
Kernelized dense layers for facial expression recognition M. Amine Mahmoudi A. Chetouani Fatma Boufera Hedi Tabia CVBM 77 17 0 22 Sep 2020
1-Dimensional polynomial neural networks for audio signal related problems Habib Ben Abdallah C. Henry S. Ramanna 38 12 0 09 Sep 2020
Lifelong Graph Learning Chen Wang Yuheng Qiu Dasong Gao Sebastian Scherer CLL GNN AI4CE 103 51 0 01 Sep 2020
Operational vs Convolutional Neural Networks for Image Denoising Junaid Malik S. Kiranyaz Moncef Gabbouj 69 13 0 01 Sep 2020
Self-Organized Operational Neural Networks for Severe Image Restoration Problems Junaid Malik S. Kiranyaz Moncef Gabbouj 55 70 0 29 Aug 2020
Online Visual Place Recognition via Saliency Re-identification Han Wang Chen Wang Lihua Xie 61 16 0 29 Jul 2020
Kernel Self-Attention in Deep Multiple Instance Learning Dawid Rymarczyk Adriana Borowa Jacek Tabor Bartosz Zieliñski SSL 125 6 0 25 May 2020
Visual Memorability for Robotic Interestingness via Unsupervised Online Learning Chen Wang Wenshan Wang Yuheng Qiu Yafei Hu Sebastian Scherer OffRL HAI 93 21 0 18 May 2020
Anomaly Detection And Classification In Time Series With Kervolutional Neural Networks O. Ammann Gabriel Michau Olga Fink AI4TS 21 1 0 14 May 2020
AdderNet: Do We Really Need Multiplications in Deep Learning? Hanting Chen Yunhe Wang Chunjing Xu Boxin Shi Chao Xu Qi Tian Chang Xu 145 203 0 31 Dec 2019
Learning the Non-linearity in Convolutional Neural Networks Gavneet Singh Chadha Andreas Schwung 54 4 0 29 May 2019
Graph Optimization Approach to Range-based Localization Xu Fang Chen Wang Thien-Minh Nguyen Lihua Xie 90 46 0 28 Feb 2018